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CLUTTER-KNOWLEDGE-BASED TARGET TRACKING METHOD IN COMPLEX CONDITIONS

机译:基于杂波知识的目标跟踪方法在复杂条件下

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摘要

High Frequency Ground Wave Radar (HFGWR) target tracking is a challenging task because of dense false alarms and missed/disturbed measurements caused by strong sea clutter. A clutter-knowledge-based tracking method is presented to cope with multi-target tracking in this kind of complex envionment. Modified initiation methods based on characterestic anslysis of multiscan asssociation results are proposed to suppress false tracks. Then, the available sea clutter knowledge is exploited to filter tracks and special treatments with algorithm adjustments are executed to preserve tracks may be affected by the first order sea clutter. Simulated and real data are both processed to demonstrate that the presented method can greatly improve the formation and maintenance performance with a little increase of false tracks.
机译:高频接地波雷达(HFGWR)目标跟踪是一个具有挑战性的任务,因为密集的误报和受强海杂波引起的错过/受扰动的测量。提出了一种基于杂交知识的跟踪方法以应对这种复杂的环境中的多目标跟踪。提出了基于Charlycan Association结果的特征anslysis的修改启动方法,以抑制虚假轨道。然后,利用可用的海洋杂波知识来筛选轨道和具有算法调整的特殊处理以保护轨道可能受到第一阶海洋杂波的影响。模拟和实际数据都是处理的,以证明所提出的方法可以大大提高形成和维护性能,随着错误的轨道的增加。

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